Class Classification
java.lang.Object
org.elasticsearch.client.ml.dataframe.Classification
- All Implemented Interfaces:
DataFrameAnalysis
,org.elasticsearch.common.xcontent.ToXContent
,org.elasticsearch.common.xcontent.ToXContentObject
public class Classification extends java.lang.Object implements DataFrameAnalysis
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
Classification.Builder
static class
Classification.ClassAssignmentObjective
Nested classes/interfaces inherited from interface org.elasticsearch.common.xcontent.ToXContent
org.elasticsearch.common.xcontent.ToXContent.DelegatingMapParams, org.elasticsearch.common.xcontent.ToXContent.MapParams, org.elasticsearch.common.xcontent.ToXContent.Params
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Field Summary
Fields Modifier and Type Field Description static org.elasticsearch.common.ParseField
NAME
Fields inherited from interface org.elasticsearch.common.xcontent.ToXContent
EMPTY_PARAMS
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Method Summary
Modifier and Type Method Description static Classification.Builder
builder(java.lang.String dependentVariable)
boolean
equals(java.lang.Object o)
static Classification
fromXContent(org.elasticsearch.common.xcontent.XContentParser parser)
java.lang.Double
getAlpha()
Classification.ClassAssignmentObjective
getClassAssignmentObjective()
java.lang.String
getDependentVariable()
java.lang.Double
getDownsampleFactor()
java.lang.Boolean
getEarlyStoppingEnable()
java.lang.Double
getEta()
java.lang.Double
getEtaGrowthRatePerTree()
java.lang.Double
getFeatureBagFraction()
java.util.List<PreProcessor>
getFeatureProcessors()
java.lang.Double
getGamma()
java.lang.Double
getLambda()
java.lang.Integer
getMaxOptimizationRoundsPerHyperparameter()
java.lang.Integer
getMaxTrees()
java.lang.String
getName()
java.lang.Integer
getNumTopClasses()
java.lang.Integer
getNumTopFeatureImportanceValues()
java.lang.String
getPredictionFieldName()
java.lang.Long
getRandomizeSeed()
java.lang.Double
getSoftTreeDepthLimit()
java.lang.Double
getSoftTreeDepthTolerance()
java.lang.Double
getTrainingPercent()
int
hashCode()
java.lang.String
toString()
org.elasticsearch.common.xcontent.XContentBuilder
toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params)
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
Methods inherited from interface org.elasticsearch.common.xcontent.ToXContentObject
isFragment
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Field Details
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NAME
public static final org.elasticsearch.common.ParseField NAME
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Method Details
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fromXContent
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builder
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getName
public java.lang.String getName()- Specified by:
getName
in interfaceDataFrameAnalysis
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getDependentVariable
public java.lang.String getDependentVariable() -
getLambda
public java.lang.Double getLambda() -
getGamma
public java.lang.Double getGamma() -
getEta
public java.lang.Double getEta() -
getMaxTrees
public java.lang.Integer getMaxTrees() -
getFeatureBagFraction
public java.lang.Double getFeatureBagFraction() -
getNumTopFeatureImportanceValues
public java.lang.Integer getNumTopFeatureImportanceValues() -
getPredictionFieldName
public java.lang.String getPredictionFieldName() -
getTrainingPercent
public java.lang.Double getTrainingPercent() -
getRandomizeSeed
public java.lang.Long getRandomizeSeed() -
getClassAssignmentObjective
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getNumTopClasses
public java.lang.Integer getNumTopClasses() -
getFeatureProcessors
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getAlpha
public java.lang.Double getAlpha() -
getEtaGrowthRatePerTree
public java.lang.Double getEtaGrowthRatePerTree() -
getSoftTreeDepthLimit
public java.lang.Double getSoftTreeDepthLimit() -
getSoftTreeDepthTolerance
public java.lang.Double getSoftTreeDepthTolerance() -
getDownsampleFactor
public java.lang.Double getDownsampleFactor() -
getMaxOptimizationRoundsPerHyperparameter
public java.lang.Integer getMaxOptimizationRoundsPerHyperparameter() -
getEarlyStoppingEnable
public java.lang.Boolean getEarlyStoppingEnable() -
toXContent
public org.elasticsearch.common.xcontent.XContentBuilder toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params) throws java.io.IOException- Specified by:
toXContent
in interfaceorg.elasticsearch.common.xcontent.ToXContent
- Throws:
java.io.IOException
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hashCode
public int hashCode()- Overrides:
hashCode
in classjava.lang.Object
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equals
public boolean equals(java.lang.Object o)- Overrides:
equals
in classjava.lang.Object
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toString
public java.lang.String toString()- Overrides:
toString
in classjava.lang.Object
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